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University College London students have developed an analytics engine to scrutinize data collected from experiments and research applications running on the Lab of Things (LoT) research platform. The LoT enhances field studies in such diverse disciplines as healthcare, energy management, and home automation. It not only makes deployment and monitoring easier, it also simplifies the analysis of experimental data and promotes sharing of data, code, and study participants, further lowering the barrier to evaluating ideas in a diverse set of environments where people live, work, or play.